Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "160" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 255 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 233 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3360 try: -> 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'Ant' The above exception was the direct cause of the following exception: KeyError Traceback (most recent call last) /tmp/ipykernel_15257/3863632283.py in <module> 8 # Add this day to the antenna 9 row = df.loc[n] ---> 10 antnum = row['Ant'] 11 if antnum != int(antenna): 12 continue ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key) 940 941 elif key_is_scalar: --> 942 return self._get_value(key) 943 944 if is_hashable(key): ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable) 1049 1050 # Similar to Index.get_value, but we do not fall back to positional -> 1051 loc = self.index.get_loc(label) 1052 return self.index._get_values_for_loc(self, loc, label) 1053 ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: -> 3363 raise KeyError(key) from err 3364 3365 if is_scalar(key) and isna(key) and not self.hasnans: KeyError: 'Ant'
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 25.41% | 0.312579 | -0.852205 | 3.203520 | 0.727554 | 0.994681 | 0.507662 | 2.115006 | 0.739769 | 0.7820 | 0.7960 | 0.2441 | 3.564045 | 3.286929 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 3.23% | 1.046261 | -0.390510 | 3.791451 | 1.500609 | 1.869507 | 1.284020 | 3.581576 | 0.225861 | 0.7446 | 0.7455 | 0.2494 | 2.398173 | 2.340303 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.021317 | -0.936618 | 0.406210 | -0.428112 | 0.846129 | 0.000142 | 1.108258 | -0.041703 | 0.0420 | 0.0329 | 0.0005 | nan | nan |
| 2459591 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.045331 | -0.481776 | 4.452259 | 1.411859 | 0.787941 | 1.598620 | -0.783667 | -0.384735 | 0.6735 | 0.6914 | 0.3644 | 5.246412 | 4.446966 |
| 2459590 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.573297 | -0.196089 | 3.955836 | 0.866935 | 0.985922 | 1.810788 | 2.695345 | -0.292809 | 0.6734 | 0.6879 | 0.3571 | 6.266543 | 5.737740 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 20.43% | -0.134064 | -0.525558 | 2.921890 | 0.377143 | 0.752123 | 0.067665 | 1.224032 | 0.021853 | 0.7103 | 0.7112 | 0.2833 | 1.867044 | 1.890745 |
| 2459588 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.887958 | -0.810293 | 4.766911 | 1.540346 | 0.467577 | 1.176071 | 2.059270 | 0.027434 | 0.7856 | 0.7776 | 0.2151 | 10.131133 | 7.811253 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 351.754851 | 354.478890 | inf | inf | 38.401837 | 102.847061 | 275.432028 | 512.757971 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 7.03% | 0.00% | -0.200364 | -0.817886 | -0.880946 | -0.352871 | -1.156894 | 1.301440 | 0.536339 | -0.478779 | 0.6526 | 0.6699 | 0.3611 | 1.641791 | 1.624121 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.370064 | 0.837210 | -0.225860 | 1.748476 | 1.482618 | 2.837655 | 0.848394 | 0.717942 | 0.0382 | 0.0428 | 0.0030 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.679551 | 0.279319 | 6.296145 | -0.421863 | 9.681608 | -0.191986 | 4.766734 | 1.981042 | 0.6156 | 0.6279 | 0.3597 | 0.000000 | 0.000000 |
| 2459583 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.536739 | -0.309300 | 2.659081 | -0.695222 | 0.230126 | 1.284899 | 4.541793 | 0.907173 | 0.6743 | 0.6906 | 0.3771 | 4.284896 | 4.060691 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.70% | 0.00% | 0.896569 | -0.206472 | 2.638118 | -0.484745 | 2.161439 | -0.222577 | 0.421511 | 0.067768 | 0.6760 | 0.6896 | 0.3786 | 1.469299 | 1.477544 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.24% | 0.00% | 1.371359 | -0.188210 | 2.008255 | -0.175127 | 1.346312 | -0.189129 | 1.278155 | -0.473409 | 0.6832 | 0.6957 | 0.3722 | 1.797217 | 1.689546 |
| 2459580 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.599412 | -0.321823 | 2.956419 | -0.091232 | 1.534998 | 0.418526 | 8.957802 | 0.616587 | 0.6754 | 0.6892 | 0.3745 | 4.745734 | 4.239528 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.742444 | -0.461139 | 3.659395 | -0.189748 | 1.109887 | 0.559826 | 0.032729 | -0.185540 | 0.6718 | 0.6854 | 0.3757 | 0.000000 | 0.000000 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.639617 | 0.481559 | 0.315475 | -0.157156 | 2.655962 | -0.017497 | 2.596176 | -0.667021 | 0.0474 | 0.0443 | 0.0023 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 16.22% | 0.583060 | -0.099793 | 1.905436 | -0.243418 | 1.538641 | -0.054581 | 3.498079 | -0.552753 | 0.6725 | 0.6847 | 0.3772 | 1.632478 | 1.514300 |
| 2459576 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459575 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.30% | 0.00% | 0.031792 | -0.427017 | 1.605776 | -0.718383 | 0.345177 | -0.462024 | 1.363337 | -0.718987 | 0.7543 | 0.7630 | 0.3220 | 1.660197 | 1.584688 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.510404 | -0.441624 | 1.162545 | -0.668704 | 0.868626 | -1.301824 | 3.922191 | -0.407019 | 0.6945 | 0.7070 | 0.3737 | 1.648156 | 1.534911 |
| 2459573 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.630692 | 0.839547 | 3.770606 | -0.203178 | 0.917576 | -0.000669 | -0.078765 | 0.000783 | 0.6954 | 0.7062 | 0.3726 | 1.524582 | 1.524602 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.953780 | 0.731410 | 1.502877 | -0.423962 | 0.876019 | -0.627788 | -0.949221 | -0.311819 | 0.6998 | 0.7106 | 0.3685 | 1.550476 | 1.579836 |
| 2459571 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459570 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.54% | -0.516210 | -0.685104 | -0.382008 | -0.706475 | -0.426255 | -0.642635 | -0.586639 | -0.729019 | 0.6837 | 0.7006 | 0.3465 | 1.118534 | 1.134945 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | 0.243683 | -0.084479 | 1.782686 | -0.533319 | 1.537112 | -0.788382 | 1.164603 | -0.678206 | 0.7660 | 0.7733 | 0.2352 | 2.113484 | 1.826892 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | 0.458924 | -0.918451 | 2.410356 | -0.389011 | 0.332932 | 0.301469 | -0.030383 | -0.608507 | 0.6872 | 0.7046 | 0.3919 | 1.538291 | 1.529638 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | -2.008718 | -2.008718 | -1.878795 | -1.878795 | -0.888145 | -0.888145 | -0.944419 | -0.944419 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.20% | 0.00% | -0.672328 | -0.434364 | -2.543705 | 0.097592 | 0.597776 | 1.210468 | 1.876393 | -0.001373 | 0.7023 | 0.7114 | 0.3855 | 1.540172 | 1.470878 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 0.342530 | -0.859455 | 2.336998 | 0.363287 | 0.103915 | 0.276039 | 2.212244 | -0.033021 | 0.6994 | 0.7121 | 0.3825 | 1.779686 | 1.613183 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.963275 | -0.611659 | -1.969856 | -0.565878 | -0.885388 | 0.289647 | 1.175740 | -0.018484 | 0.7003 | 0.7163 | 0.3791 | 1.855066 | 1.590630 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.910911 | -0.554143 | -2.221976 | -0.598573 | -1.400151 | 1.037684 | 0.313208 | -0.250333 | 0.7007 | 0.7179 | 0.3785 | 1.818046 | 1.597868 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.627745 | -0.562711 | -1.923083 | -0.672876 | -1.273672 | 1.092306 | 0.820666 | 0.018194 | 0.6984 | 0.7157 | 0.3873 | 1.720145 | 1.530092 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -1.158277 | -0.970280 | -2.054655 | -0.907973 | -1.692782 | 0.685133 | 0.618245 | -0.219188 | 0.6953 | 0.7101 | 0.3798 | 1.797913 | 1.548945 |
| 2459558 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.097887 | -0.908040 | 2.970932 | -0.415418 | 0.867297 | 0.843217 | 7.140223 | 1.649111 | 0.6987 | 0.7090 | 0.3791 | 3.530879 | 3.104797 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0484 | 0.0375 | 0.0009 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.54% | 1.084986 | -0.843430 | 3.340075 | -0.543852 | 2.091317 | 0.804743 | 1.395347 | -0.014814 | 0.6932 | 0.7067 | 0.3827 | 1.730685 | 1.551916 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7025 | 0.7173 | 0.3884 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6970 | 0.7108 | 0.3867 | nan | nan |
| 2459552 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.039503 | -0.571472 | 4.236833 | 0.696416 | 6.174540 | 1.276894 | 1.218449 | -0.355803 | 0.7085 | 0.7171 | 0.3822 | 10.558333 | 8.521189 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.348690 | -0.683535 | -2.319218 | -0.951913 | -2.111500 | 0.956746 | 0.854739 | -0.094389 | 0.7019 | 0.7161 | 0.3815 | 1.722023 | 1.543642 |
| 2459550 | digital_ok | - | 97.53% | 97.53% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0579 | 0.0556 | 0.0012 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 8.11% | 0.00% | 0.331912 | -0.740068 | 2.790229 | -0.279344 | 1.731650 | 0.735138 | 1.527485 | -0.436977 | 0.6949 | 0.7075 | 0.3967 | 1.763406 | 1.561660 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | 0.445910 | -0.689724 | 3.419589 | 0.402168 | 0.878499 | -0.151573 | 3.217952 | -0.312664 | 0.7466 | 0.7501 | 0.3540 | 1.796495 | 1.554152 |
| 2459541 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 0.00% | -0.431427 | -0.483653 | -1.692099 | -0.573314 | -2.163379 | 0.049349 | 2.265383 | 0.045936 | 0.7527 | 0.7563 | 0.3383 | 1.590154 | 1.480570 |
| 2459536 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.742496 | -0.252424 | 5.273960 | 1.311242 | 4.548265 | -0.309835 | 24.860523 | 1.009287 | 0.7284 | 0.7348 | 0.4071 | 3.679547 | 3.013759 |
| 2459535 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.341264 | -0.609565 | -1.808128 | -0.527314 | -2.357819 | -0.632334 | 8.159926 | 0.394555 | 0.7890 | 0.7806 | 0.3514 | 4.054482 | 3.316293 |
| 2459534 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.932049 | -0.695565 | -1.977598 | -0.467808 | -0.835505 | -0.248962 | 9.683411 | 0.950684 | 0.7801 | 0.7679 | 0.3450 | 4.560150 | 3.588457 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 0.00% | 0.809314 | -0.566858 | 3.416184 | -0.163682 | 2.960087 | 0.266695 | -0.668887 | 0.677212 | 0.7190 | 0.7290 | 0.3952 | 1.530640 | 1.444519 |
| 2459532 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.071965 | -0.804224 | 4.547449 | -0.129418 | 3.395909 | -0.309707 | 1.274635 | 1.091269 | 0.7252 | 0.7356 | 0.3893 | 3.793286 | 3.327499 |
| 2459530 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.825846 | -0.511177 | -1.843484 | -0.612909 | -1.746659 | 0.527988 | 7.489119 | 0.717886 | 0.7319 | 0.7353 | 0.3925 | 4.688718 | 3.706526 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.165863 | 0.697302 | 2.970743 | -0.724515 | 3.056932 | 0.551017 | 1.888242 | -0.232409 | 0.9090 | 0.9357 | 0.3014 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 0.00% | - | - | - | 18.37% | 0.00% | 0.009068 | 3.716677 | 3.921516 | 0.111008 | 0.710317 | 0.573462 | 0.597444 | -0.477532 | nan | nan | nan | 2.242178 | 1.972029 |
| 2459522 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.533528 | 2.738588 | 4.314631 | 0.193803 | 0.751030 | -0.263758 | 9.374641 | 0.354222 | 0.6653 | 0.6721 | 0.3507 | 3.265445 | 3.655193 |
| 2459513 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.005183 | 0.468163 | 0.073181 | -0.628227 | 0.763107 | 0.089660 | 3.711661 | 0.329920 | 0.0554 | 0.0609 | 0.0076 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | 0.579271 | -0.959269 | 2.451071 | -1.128482 | 1.121396 | -0.572549 | 1.541259 | -0.801094 | 0.9122 | 0.9435 | 0.1883 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.258469 | -1.222508 | 3.553213 | -0.218365 | 0.139474 | 0.330625 | 11.694456 | 0.754518 | 0.8896 | 0.8543 | 0.2093 | 26.775970 | 19.916951 |
| 2459503 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.741057 | -0.729579 | 3.573061 | 0.205561 | 5.652355 | 0.907112 | 3.845243 | 0.094397 | 0.8846 | 0.8779 | 0.4332 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 67.123678 | 18.808701 | 17.714734 | 64.935994 | 67.123678 | 23.870114 | 23.718454 | 17.907859 | 20.265005 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 55.709882 | 20.496234 | 21.365978 | 55.709882 | 53.851760 | 26.841655 | 26.925152 | 20.105577 | 17.413261 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 55.748152 | 20.753557 | 19.883585 | 54.154069 | 55.748152 | 32.511602 | 32.047583 | 26.809122 | 30.710501 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 70.986088 | 19.173673 | 19.239825 | 69.196376 | 70.986088 | 52.460692 | 68.544536 | 24.493235 | 39.064618 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 63.968108 | 29.026795 | 29.327514 | 63.968108 | 62.805136 | 46.590015 | 46.720386 | 10.832424 | 9.848154 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 69.046579 | 26.586872 | 26.726970 | 69.046579 | 68.071089 | 48.912068 | 49.357788 | 26.687311 | 23.029894 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 56.099547 | 23.854321 | 24.250193 | 55.908610 | 56.099547 | 33.927247 | 33.609525 | 9.468164 | 10.405262 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 69.079112 | 26.773500 | 25.639623 | 69.079112 | 67.711493 | 50.072158 | 52.259300 | 16.039035 | 13.847463 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 70.629527 | 17.639821 | 16.582066 | 70.629527 | 68.958443 | 43.391908 | 45.222037 | 1.723109 | 1.336139 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 69.512061 | 24.047899 | 24.544269 | 68.900386 | 69.512061 | 49.774956 | 47.451808 | 1.122363 | 1.101481 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Temporal Variability | 24.317209 | 22.497021 | 21.980939 | 20.878535 | 20.031540 | 22.265808 | 24.317209 | 4.850031 | 4.623177 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | 20.354221 | 20.354221 | 20.303881 | 10.544612 | 9.947301 | 12.682773 | 13.758281 | 3.315151 | 3.167696 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 6.186439 | 3.014799 | 3.364759 | 5.987684 | 6.186439 | 1.597020 | 1.145504 | 0.457357 | 0.601398 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Temporal Variability | 23.665251 | 14.184492 | 13.561062 | 13.073985 | 12.406034 | 21.823918 | 23.665251 | 3.136578 | 2.533034 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Temporal Variability | 37.454050 | 18.795057 | 19.809571 | 9.937609 | 9.920053 | 36.277605 | 37.454050 | 2.240737 | 2.660666 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 90.390156 | 24.588975 | 21.913640 | 90.390156 | 88.616326 | 20.387932 | 22.213906 | 10.627958 | 8.745407 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 36.402522 | 13.735620 | 16.373490 | 35.126595 | 36.402522 | 5.126423 | 4.096079 | 4.936448 | 5.699863 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 59.580489 | 21.450889 | 19.536897 | 59.580489 | 58.001007 | 13.014453 | 15.422471 | 4.934639 | 4.255094 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 75.780888 | 23.892748 | 22.100803 | 75.780888 | 73.746718 | 16.759657 | 19.536701 | 4.415842 | 3.871658 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 83.993791 | 22.857232 | 24.698306 | 81.881953 | 83.993791 | 19.264129 | 15.977689 | 7.457368 | 8.824603 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 37.195985 | 17.002296 | 19.926141 | 36.025441 | 37.195985 | 5.840039 | 5.348061 | 5.151414 | 6.367368 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 34.119162 | 15.689485 | 14.490030 | 34.119162 | 33.171448 | 4.633093 | 5.618967 | 3.984484 | 3.441194 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 97.424544 | 28.663359 | 26.600254 | 97.424544 | 94.843058 | 16.779989 | 21.355570 | 7.990140 | 6.872349 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 40.438784 | 16.095300 | 17.899589 | 39.473803 | 40.438784 | 8.962199 | 4.659232 | 6.127920 | 3.463781 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Power | 65.244611 | 24.347258 | 21.947610 | 65.244611 | 63.789248 | 12.840334 | 15.381434 | 8.856659 | 7.472943 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Temporal Discontinuties | 36.326460 | 15.273439 | 34.242493 | 1.247654 | 2.940168 | 13.318354 | 15.328409 | 0.936282 | 36.326460 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | 5.978495 | 3.487990 | 5.978495 | 0.747343 | -0.134325 | 2.485750 | 1.659806 | -1.178751 | 2.397705 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | 17.746263 | 17.746263 | 8.353963 | 1.544108 | 0.034297 | 3.502190 | 3.968764 | 11.906603 | 0.707577 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Temporal Discontinuties | 55.748784 | 12.022376 | 18.732511 | -0.326858 | 1.283044 | 4.640367 | 13.008670 | 3.017699 | 55.748784 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Temporal Discontinuties | 22.573931 | 9.797572 | 19.587489 | -0.237729 | 1.111963 | 3.315858 | 7.788847 | 0.455737 | 22.573931 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | 27.700917 | 27.700917 | 14.119367 | 1.557144 | -0.125992 | 9.393879 | 3.524807 | 12.041777 | 0.780114 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | 32.497383 | 16.386373 | 32.497383 | 1.334654 | 3.803281 | 11.861550 | 22.987142 | 2.514371 | 16.489816 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Temporal Discontinuties | 49.198808 | 17.544728 | 36.631577 | 1.013155 | 4.048390 | 16.817827 | 15.949579 | 2.548527 | 49.198808 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Temporal Discontinuties | 50.215357 | 12.712350 | 28.027049 | -0.438719 | 1.765105 | 4.299380 | 12.215687 | 0.533767 | 50.215357 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | 28.192451 | 11.489120 | 28.192451 | 0.255711 | 1.791109 | 2.342127 | 10.464206 | 0.277969 | 16.651136 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Temporal Discontinuties | 3.581748 | 1.182545 | 0.250660 | 1.303997 | 0.188799 | 0.437640 | 0.422057 | -0.743887 | 3.581748 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | Nnan | Not Found | ee Temporal Variability | 2.538252 | 2.500469 | 1.979623 | 1.172644 | 1.327376 | -0.556098 | 2.538252 | -1.386947 | -4.421135 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | 28.656118 | 28.656118 | 12.027617 | 1.529693 | -0.377814 | 7.694592 | 4.222532 | 8.620711 | 0.213319 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Temporal Discontinuties | 18.212887 | 2.227995 | 0.669220 | 1.307225 | -0.139938 | -0.141815 | 0.643914 | 0.858216 | 18.212887 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | 20.427475 | 14.238911 | 20.427475 | 1.828335 | 5.182250 | 17.653099 | 15.410342 | 2.195144 | 14.606494 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Temporal Discontinuties | 7.261616 | 2.431036 | 1.148688 | 1.616753 | -0.244991 | 1.190449 | 1.594617 | 0.148089 | 7.261616 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Temporal Discontinuties | 9.119094 | 2.503447 | 3.796788 | 1.284343 | 3.568989 | 1.017043 | 6.509571 | 9.119094 | 0.809829 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Temporal Discontinuties | 13.865612 | 2.477564 | 0.468546 | 3.066618 | -0.349529 | 2.659672 | 0.422978 | 0.204646 | 13.865612 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | 20.979593 | 14.197822 | 20.979593 | 2.561517 | 3.634098 | 6.602183 | 11.677268 | 4.116743 | 15.071253 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | 9.831856 | 9.831856 | 6.564568 | -0.021386 | 0.935402 | 4.604945 | 5.671067 | 6.692925 | -0.129190 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Shape | 0.750870 | 0.143529 | 0.750870 | -0.531348 | 0.656311 | 0.030018 | -0.957378 | -0.897581 | -0.606469 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Temporal Variability | 2.837273 | -0.797940 | -0.193866 | -0.322142 | 1.066599 | 0.490791 | 2.837273 | -0.272166 | -0.978571 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Power | 0.665025 | 0.540007 | 0.071584 | 0.665025 | -0.430823 | -1.069982 | -0.178134 | -0.624358 | -0.836447 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Temporal Variability | 2.571712 | -0.481902 | 0.090379 | -0.988762 | 0.399448 | 2.571712 | -0.956370 | -0.733612 | 1.186970 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Power | 0.207469 | -0.232411 | -0.038224 | -0.604621 | 0.207469 | -0.118192 | -0.645099 | -0.683353 | -0.868702 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Shape | 0.621179 | -0.126986 | 0.621179 | -0.769720 | 0.414713 | 0.024436 | -1.536703 | -0.783929 | -0.900213 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Power | 0.172447 | -0.342267 | -0.058250 | -0.856448 | 0.172447 | -0.107120 | -0.691224 | -0.897314 | -0.788524 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Power | 0.200956 | -0.174716 | -1.279016 | 0.200956 | -0.468004 | 0.175326 | -0.222938 | -1.037105 | -0.308623 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Temporal Discontinuties | 1.628338 | 0.028036 | -0.260446 | 0.414010 | -0.761557 | 0.678741 | -0.229347 | 1.628338 | -0.823831 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Power | 0.419014 | -0.301470 | 0.145438 | -0.664544 | 0.419014 | 0.318260 | -1.044125 | -0.615646 | -0.533601 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Power | 0.692044 | 0.619842 | -0.406975 | 0.692044 | -0.778455 | 0.323609 | 0.530691 | -0.932200 | -0.678604 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Shape | 0.928383 | 0.928383 | -0.266172 | 0.354296 | -0.872644 | -1.251575 | 0.267040 | -1.144032 | -0.674142 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Power | 0.607235 | 0.476839 | -0.351588 | 0.607235 | -0.706853 | -1.533681 | 0.227565 | -1.063415 | -0.670485 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Power | 1.845240 | 0.418605 | -1.130503 | 1.845240 | -0.134176 | 1.416246 | -0.143961 | -1.517499 | -0.407728 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Shape | 0.881423 | -0.340291 | 0.881423 | -0.710538 | 0.852879 | 0.404509 | -1.118227 | -0.633560 | -0.879674 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Power | 1.497107 | -0.678884 | -0.277028 | -0.080998 | 1.497107 | 0.708292 | -0.064858 | -0.399457 | -0.786492 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Shape | 0.226241 | 0.213343 | 0.226241 | -0.617935 | -0.051962 | -0.095622 | -1.037820 | -0.743253 | -0.784088 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Temporal Variability | 0.946657 | 0.334938 | 0.449099 | -0.370719 | 0.203254 | 0.946657 | -0.491069 | -0.809447 | -0.838594 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Power | 1.934794 | 0.408967 | -0.756755 | 1.934794 | 0.007835 | 0.875568 | 0.416006 | -1.772464 | 0.117515 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Temporal Discontinuties | 4.367458 | -0.531843 | -0.519820 | 0.257964 | 0.088878 | -0.126893 | 0.367059 | -0.508066 | 4.367458 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Shape | 0.362457 | 0.332731 | 0.362457 | -0.268660 | 0.110979 | 0.310986 | -0.685885 | -0.834578 | -0.284021 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Shape | 1.023766 | -0.251149 | 1.023766 | -0.924511 | 0.540611 | -0.252574 | 0.997691 | -0.698874 | -0.985659 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Shape | 1.058701 | -0.106905 | 1.058701 | -1.104602 | 0.824969 | -0.733388 | -1.073434 | -1.094986 | -1.448948 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Power | 1.543363 | -0.549152 | -1.448353 | 1.543363 | 0.187880 | 0.354789 | 0.679979 | -1.193525 | -0.133978 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Temporal Variability | 0.805339 | -0.953444 | -0.571337 | 0.296095 | 0.087733 | 0.324406 | 0.805339 | -0.187393 | -0.889096 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Temporal Discontinuties | 222710.288569 | 57276.801830 | 57276.801830 | 55084.275424 | 55084.275424 | 43327.991646 | 43327.991646 | 222710.288569 | 222710.288569 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Power | -0.731736 | -0.740685 | -0.740685 | -0.731736 | -0.731736 | -0.944895 | -0.944895 | -0.791462 | -0.791462 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | N13 | digital_ok | ee Power | 0.864086 | -1.002701 | -0.018127 | -0.746280 | 0.864086 | -0.360267 | 0.466978 | -0.619853 | -0.541657 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Variability | 1.962870 | -0.473202 | -1.075561 | 1.853363 | 0.125425 | 1.962870 | -0.509087 | 1.896416 | 0.116043 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Shape | 1.790840 | 1.790840 | 0.274315 | 0.259816 | 0.307462 | -0.040402 | -0.248938 | -0.173643 | 0.354019 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 1.723692 | -0.269850 | -1.005644 | 1.723692 | 1.016409 | -0.906880 | 0.719435 | -1.318427 | 1.333617 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Temporal Discontinuties | 3.393590 | 0.125630 | -0.943297 | 2.608788 | 1.336433 | 0.333389 | -0.998526 | -1.869619 | 3.393590 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | nn Temporal Variability | 1.785793 | -0.274661 | -0.673627 | 0.283098 | 0.704734 | -0.962459 | 1.785793 | -0.962695 | 0.314102 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Power | 1.565785 | -0.529933 | 0.248327 | 0.165045 | 1.565785 | 0.812709 | -0.769862 | 0.506955 | -2.052217 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 14.914738 | -1.186537 | -0.185091 | 0.222910 | 0.771884 | -0.214636 | 3.125249 | 0.857386 | 14.914738 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 14.109249 | -1.062498 | 0.302820 | -0.082036 | 0.541083 | 0.247233 | 1.514787 | 1.425223 | 14.109249 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 10.010252 | -0.172139 | -1.254394 | 1.293600 | 0.314425 | 1.317460 | 0.929534 | 10.010252 | 0.540716 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 2.884430 | -1.211517 | -0.102628 | 0.667998 | 1.006272 | 0.048894 | -0.392719 | 0.448001 | 2.884430 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 3.957956 | 0.017750 | -1.117007 | 1.109554 | -0.225155 | 0.652342 | 0.518686 | 3.957956 | 0.431510 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 6.376508 | -1.180584 | -0.396115 | -0.242453 | 1.579072 | -0.057522 | 0.267579 | 0.771840 | 6.376508 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 11.182197 | -1.068650 | -0.152496 | 0.565649 | 1.753432 | 0.666835 | 0.763129 | 0.497046 | 11.182197 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Variability | 2.335635 | -1.283343 | 0.288445 | -0.133113 | 1.340148 | 1.714291 | 2.335635 | -0.349228 | 1.735215 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Variability | 1.375784 | -1.047428 | 0.998690 | 0.079782 | 0.318277 | 0.507200 | 1.375784 | 0.190756 | -1.009247 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 160 | 13 | digital_ok | ee Temporal Discontinuties | 3.145734 | 0.197381 | -0.551473 | 1.783957 | 0.323787 | 2.012308 | 2.246452 | 3.145734 | 0.595749 |